The Your Body Is a Wonderland singer split from Katy Perry last year (15) after dating on and off since 2012, and while she has since moved on with British actor Orlando Bloom, Mayer has turned to modern technology to help him find a new woman.

According to Us Weekly magazine, the 38-year-old has a profile on Raya, an elite members-only app for creatives on which new users have to be approved by an anonymous committee.

The news comes three months after John admitted he was ready for a new relationship.

"I'm ready to roll, I'm more mature than I've ever been," he said during an appearance on America's Watch What Happens: Live in June (16). I'm single and I'm excited about the future." John has a long list of famous exes, including Taylor Swift, Jennifer Aniston, Jessica Simpson, Jennifer Love Hewitt, and Minka Kelly, but he previously insisted he was never the playboy he was portrayed to be in the press.

Asked if he considered himself a womaniser during an interview with U. broadcaster Ronan Farrow last year (15), he replied, "No. But when you're crafty and you're clever and you go, 'Well, I'm just going to be as strange as they think I am,' then you lose (yourself). The moderator will not enter into debate with individual contributors and the moderator’s decision is final.

"His profile is a slide show of photos set to a Neil Young song," a source reveals.

He isn't the only star to resort to Raya to search for a soulmate - actors Jeremy Piven and Matthew Perry are also said to be members, as is comedienne Chelsea Handler.